Azure Monitor and Application Insights Introduction

You can drill down the specific data:

Logs are created by below things:

Above data is stored in one or more datastores. Example: In Log Analytics Workspace, this is a data lake that stores data in raw format and translate it into table-like structure that you can query using Kusto Query Language (KQL).

The data in the Log Analytics Workspace is called Azure Monitor Logs.

The other data store is time series datastore. This is optimized to store time based data like performance counter and other metrics that comes in granularity of every second, minute or other granularities.

Virtual machines and other compute resources require an agent to collect monitoring data required to measure the performance and availability of their guest operating system and workloads.

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